Low-cost neural summaries for cosmological inference: an ensemble of convolutional neural networks trained on approximate simulations

Iñigo Sáez-Casares, Davide Bianchi, Matteo Calabrese +1

Machine learning can build near-optimal summary statistics for extracting cosmological information from the large-scale structure of the Universe. Training them, however, requires…